On power-law relationships of the Internet topology
Proceedings of the conference on Applications, technologies, architectures, and protocols for computer communication
Distributed computing: a locality-sensitive approach
Distributed computing: a locality-sensitive approach
Proceedings of the 2001 conference on Applications, technologies, architectures, and protocols for computer communications
Network topology generators: degree-based vs. structural
Proceedings of the 2002 conference on Applications, technologies, architectures, and protocols for computer communications
Conductance and congestion in power law graphs
SIGMETRICS '03 Proceedings of the 2003 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Towards an accurate AS-level traceroute tool
Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications
Towards capturing representative AS-level Internet topologies
Computer Networks: The International Journal of Computer and Telecommunications Networking
A first-principles approach to understanding the internet's router-level topology
Proceedings of the 2004 conference on Applications, technologies, architectures, and protocols for computer communications
IEEE Security and Privacy
Comparing the Structure of Power-Law Graphs and the Internet AS Graph
ICNP '04 Proceedings of the 12th IEEE International Conference on Network Protocols
Exploring networks with traceroute-like probes: theory and simulations
Theoretical Computer Science - Complex networks
Evolution of Networks: From Biological Nets to the Internet and WWW (Physics)
Evolution of Networks: From Biological Nets to the Internet and WWW (Physics)
Greedy routing in tree-decomposed graphs
ESA'05 Proceedings of the 13th annual European conference on Algorithms
Inferring AS relationships: dead end or lively beginning?
WEA'05 Proceedings of the 4th international conference on Experimental and Efficient Algorithms
Systematic topology analysis and generation using degree correlations
Proceedings of the 2006 conference on Applications, technologies, architectures, and protocols for computer communications
How to extract BGP peering information from the internet routing registry
Proceedings of the 2006 SIGCOMM workshop on Mining network data
AS relationships: inference and validation
ACM SIGCOMM Computer Communication Review
The workshop on internet topology (wit) report
ACM SIGCOMM Computer Communication Review
On compact routing for the internet
ACM SIGCOMM Computer Communication Review
A measurement study on overhead distribution of value-added internet services
Computer Networks: The International Journal of Computer and Telecommunications Networking
Observing the evolution of internet as topology
Proceedings of the 2007 conference on Applications, technologies, architectures, and protocols for computer communications
Orbis: rescaling degree correlations to generate annotated internet topologies
Proceedings of the 2007 conference on Applications, technologies, architectures, and protocols for computer communications
Sampling large Internet topologies for simulation purposes
Computer Networks: The International Journal of Computer and Telecommunications Networking
ACM SIGCOMM Computer Communication Review
Inferring and visualizing topological structures of large-scale complex network
Proceedings of the 2nd international conference on Scalable information systems
Ten years in the evolution of the internet ecosystem
Proceedings of the 8th ACM SIGCOMM conference on Internet measurement
Basic properties of the IPv6 AS-level topology
ACM SIGMETRICS Performance Evaluation Review
On inferring regional AS topologies
Proceedings of the 4th Asian Conference on Internet Engineering
Elasticity: topological characterization of robustness in complex networks
Proceedings of the 3rd International Conference on Bio-Inspired Models of Network, Information and Computing Sytems
Lord of the links: a framework for discovering missing links in the internet topology
IEEE/ACM Transactions on Networking (TON)
Graph annotations in modeling complex network topologies
ACM Transactions on Modeling and Computer Simulation (TOMACS)
NIT: A New Internet Topology Generator
EUNICE '09 Proceedings of the 15th Open European Summer School and IFIP TC6.6 Workshop on The Internet of the Future
The workshop on active internet measurements (AIMS) report
ACM SIGCOMM Computer Communication Review
Exploiting dynamicity in graph-based traffic analysis: techniques and applications
Proceedings of the 5th international conference on Emerging networking experiments and technologies
Sampling networks by the union of m shortest path trees
Computer Networks: The International Journal of Computer and Telecommunications Networking
Bias reduction in traceroute sampling - towards a more accurate map of the internet
WAW'07 Proceedings of the 5th international conference on Algorithms and models for the web-graph
Visualizing internet evolution on the autonomous systems level
GD'07 Proceedings of the 15th international conference on Graph drawing
On the eyeshots of BGP vantage points
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Weighted spectral distribution for internet topology analysis: theory and applications
IEEE/ACM Transactions on Networking (TON)
The internet's unexploited path diversity
IEEE Communications Letters
Public internet routing registries (IRR) evolution
Proceedings of the 5th International Conference on Future Internet Technologies
Towards automated detection of peer-to-peer botnets: on the limits of local approaches
LEET'09 Proceedings of the 2nd USENIX conference on Large-scale exploits and emergent threats: botnets, spyware, worms, and more
On the scalability of BGP: the role of topology growth
IEEE Journal on Selected Areas in Communications - Special issue title on scaling the internet routing system: an interim report
Eyeball ASes: from geography to connectivity
IMC '10 Proceedings of the 10th ACM SIGCOMM conference on Internet measurement
Toward topology dualism: improving the accuracy of AS annotations for routers
PAM'10 Proceedings of the 11th international conference on Passive and active measurement
Benchmarks for DDoS defense evaluation
MILCOM'06 Proceedings of the 2006 IEEE conference on Military communications
Phase changes in the evolution of the IPv4 and IPv6 AS-Level Internet topologies
Computer Communications
Optimally designing caches to reduce P2P traffic
Computer Communications
A systematic framework for unearthing the missing links: measurements and impact
NSDI'07 Proceedings of the 4th USENIX conference on Networked systems design & implementation
SIMROT: a scalable inter-domain routing toolbox
ACM SIGMETRICS Performance Evaluation Review - Special Issue on IFIP PERFORMANCE 2011- 29th International Symposium on Computer Performance, Modeling, Measurement and Evaluation
Twelve years in the evolution of the internet ecosystem
IEEE/ACM Transactions on Networking (TON)
Obtaining provably legitimate internet topologies
IEEE/ACM Transactions on Networking (TON)
Topological trends of internet content providers
Proceedings of the Fourth Annual Workshop on Simplifying Complex Networks for Practitioners
Exposing a nation-centric view on the german internet --- a change in perspective on AS-Level
PAM'12 Proceedings of the 13th international conference on Passive and Active Measurement
Review: A critical look at power law modelling of the Internet
Computer Communications
Measuring the evolution of internet peering agreements
IFIP'12 Proceedings of the 11th international IFIP TC 6 conference on Networking - Volume Part II
Modeling dynamic behavior in large evolving graphs
Proceedings of the sixth ACM international conference on Web search and data mining
Emulating internet topology snapshots in deterlab
Proceedings of the third ACM conference on Data and application security and privacy
AS-level topology collection through looking glass servers
Proceedings of the 2013 conference on Internet measurement conference
Endurance: A new robustness measure for complex networks under multiple failure scenarios
Computer Networks: The International Journal of Computer and Telecommunications Networking
A measurement-based study on the correlations of inter-domain Internet application flows
Computer Networks: The International Journal of Computer and Telecommunications Networking
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We calculate an extensive set of characteristics for Internet AS topologies extracted from the three data sources most frequently used by the research community: traceroutes, BGP, and WHOIS. We discover that traceroute and BGP topologies are similar to one another but differ substantially from the WHOIS topology. Among the widely considered metrics, we find that the joint degree distribution appears to fundamentally characterize Internet AS topologies as well as narrowly define values for other important metrics. We discuss the interplay between the specifics of the three data collection mechanisms and the resulting topology views. In particular, we how how the data collection peculiarities explain differences in the resulting joint degree distributions of the respective topologies. Finally, we release to the community the input topology datasets, along with the scripts and output of our calculations. This supplement hould enable researchers to validate their models against real data and to make more informed election of topology data sources for their specific needs